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feedstock & process optimization of biogas production and data management prospective
沼气工程物料和运行优化技术分享及未来信息化平台展望
Dr. Jing Liu 刘京
Bioprocess Control Sweden AB 1st SINO-EU 2016 Bio-Natural Gas Summit 中欧生物天然气高峰论坛
outline
key elements for biogas plant operation
fermentation tests in batch and continuous procedures
increasing functionality and quality demands on system setup
data management prospective
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
anaerobic digestion process
complexity at systematic, plant-wide and biological levels
highly complex and dynamic interaction between feedstock and anaerobic bacteria, where
microbiological, biochemical & physico-chemical aspects are closely interrelated - multi-step process with different reaction rates
- more than hundred microorganisms involved
- difficult to monitor and control in real time (hardly to foresee what will happen)
- operated far below the max. capacity
- feedstocks are never constant in quality and quantity
- degradation process is highly dynamic due to:
- bacteria adaptation/inhibition and enrichment
- physico-chemical interactions and accumulation
- equipment and operation failures
disturbances vs. operational stability and efficiency
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
key elements for biogas production in plant-wide view
right feedstock, pre-treatment and pricing
right process configuration & instrumentation to ensure operational
stability and flexibility for plant operation
suitable process control and plant supervision at both process &
plant-wide levels
• A biogas plant is not only biological fermentation process
• All process units have to work together in order to ensure the
plant is well-functional
high market value of end product to create a sufficient driving force
for business development and commercial interest
biomass and digestate transportation and handling
professional technical and management personnel
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
feedstock/substrate is the key
a clear trend - biowaste is resource rather than problem
- biowaste is never constant in quality and quantity - Increasing demand for quality analysis
of feedstock in regular time base
- knowledge on substrates in terms of types, availability, physical & biochemical properties
can give a big impact on biogas plant design and process configuration
- knowledge on substrates has big impact on plant operation, i.e. selection, quality control
and prising substrates
- possibilities of feedstock optimization , such as co-digestion, additives and pre-treatment,
bacteria adaption, etc.
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
methodology for process optimization
fermentation tests in laboratory scale
– batch procedure
– continuous procedure
commonly used in academic research and development
very labour-, time- and skill-demanding work
not commonly used in in industrial operation
very important step to gain knowledge and experience for plan
- feasibility study
- design process configuration
- plant operation
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test – batch procedure
Good information on
- fundamental evaluation of biomethane/biogas yield and anaerobic biodegradability of feedstock
- qualitative investigation of anaerobic degradation, i.e. kinetic profile of degradation
- qualitative evaluation of inhibitory effect
No information on
- process stability in continuously fed bioreactors
- biogas yield under practical condition due to possible negative or positive synergistic effects
- mono-fermentability of feedstock under process condition
- limits of the organic loading rate per reactor volume
Fermentation test in batch procedures is method for investigation of substrate characterisitics and metabolic activity of bacteria
examples: biochemcial methane potential (BMP), biogas potential test (ISO 11734), anaerobic biodegradation test (ISO 14853; ISO 15985), substrate inhibitory test (ISO 13641), specific methanogenic activity (SMA)
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test – continuous procedure
Good information on
- long-timebase data about the gas yield, gas composition, degradation of substrate and any
problem in the degradation process which may occur
- physico-chemical properties of substrates affect the fermentation process
- optimized substrate feed, control strategies, start-up operation, stress factors, reactor
design/configuration
- formation and accumulation of metabolic intermediates and their influence on process
stability and efficiency
No information on
- substrate characterisitics and metabolic activity of bacteria
- substrate inhibition and toxicity
Fermentation test in continuous procedures is method for investigation of process operational conditions to achieve an
optimum degradation and gas yield 1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test apparatus – batch procedures
Manometric measurements
- calcuate the biogas/biomethane volume via measuring pressure increases in closed vessels
- analyse biogas composition using gas chromatography
Volumetric measurements
- directly measuring biogas volume from reactor vessels without building up overpressure
- analyse biogas composition using gas chromatography
serum bottle water displacement
Manometric measuring principle Volumetric measuring principle
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test apparatus – batch procedures
example of system setup based on manometric principle
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test apparatus – batch procedures
example of system setup based on volumetric principle
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
technological challenges – batch procedures
Lack of standardization
- difficult to compare the results among different batch analysis
Time consuming, skill demanding and labour intensive procedure
- too costly for routine analysis in industry
Risk of experimental error due to manual operation
- demand experience and skill on individuals
Manual sampling and data registration in poor quality
- risk of missing important info on kinetic profile
- both accumulated volume and kinetic degradation profile are
important
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
increasing functionality and quality demands on system setup – batch procedures
high precision & accuracy in continuous monitoring of biomethane/biogas
production for extracting process kinetic information
minimised manual operation to reduce random errors
standardization of data interpretation and presentation
high accessibility for monitoring and data visualization
reduced time, labour and skill demand for both industrial and academic
applications
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test apparatus – continuous procedures
Simple continuous fermentation test unit
substrate feeding
temperature control
agitation
digestate discharing
biogas
fundamental elements
- Bioreactor with various configurations
- Agitation or mixing
- Temperature control
key variables to be controlled & analysed
- Feeding
- Discharging
- Biogas production
how to operate?
- Manual feeding and discharging
- Manual sampling and data registration
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test apparatus – continuous procedures
Advanced continuous fermentation test unit
substrate feeding
temperature control
agitation
digestate discharing
biogas
data logger & control system
on-line sensors
actuators
actuators
actuators
step 1: improvement on process monitoring
- on-line sensors (gas flow, composition, pH, temperature,
etc.)
- real-time data logging
step 2: improvement on automation
- actuators (feeding & discharging pump,
valves, agitator, etc.)
- process automation
step 3: possibilities for process control
- automated operation according to pre-
defined and control sequence
- process control strategies for optimization 1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
fermentation test apparatus – continuous procedures
examples of system setup
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
technological challenges – continuous procedures
Large system variations due to the large differences in feedstock, reactor
& process configuration
Test apparatus is hardly to be standardized and always require certain
level of customization
Very time consuming and labour intensive routine work to follow up the
continuous fermentation test over long-time period – too costly to be
widely implemented in industry
Risk of experimental error due to manual operation – demand
experience and skill on individuals
Manual sampling, analysis and data registration in poor quality
- labour intensive work for a large amount of data over time
- poor data quality
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
High precision & accuracy in continuous monitoring of key process parameters
Standardization of registered parameters, data interpretation and presentation
Long-term stability and large capacity for data logging and handling
User friendly system for both easy experiment setup and follow-up
Minimised manual handling and analysis to reduce random errors
High accessibility for monitoring and data visualization
Reduced time, labour and skill demand for both industrial and academic applications
increasing functionality and quality demands on system setup – continuous procedures
Priority order: monitoring automation process control
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
stable and efficient (profitable) plant operation requires extensive knowledge on both
feedstock and process dynamic
extensive knowledge relies on more off-line & on-line analysis and automation for process
diagnosis and supervision
utilization of smart instruments allows data rich in both quality and quantity with less
manpower, time and skill
gather and manage key process data in efficient matter meet increasing demands on
optimization of process operation and authority management
match perfectly with the concept of “internet of things”
Demands on data and information management for plant operation
data management prospective - road map in biogas sector
BiogasNet
Process simulation - BioReactor Simulator Substrate analysis - AMPTS
BRS Cloud
Full-scale biogas plants
Smart Data Network
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
immature industry (business model, professional talent, supplier chain, etc)
insufficient incentive and modification in very recent years
- low energy price
- Instable and short-term policy support
conservative industry and personal barrier
certainly there is risk
- technology and business confidential to third party
- network security
less resistance to be implemented within signal organization
varies according to countries and market develop
a long and non-smooth journey
data management prospective - challenges
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
Thank you for listening !
1st SINO-EU 2016 Bio-Natural Gas Summit (2016.11.2-5 Beijing)
Dr. Jing Liu 刘京
Bioprocess Control AB Scheelevägen 22, 223 63 Lund Sweden www.bioprocesscontrol.com